Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 25192 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.1 MiB |
| Average record size in memory | 336.0 B |
Variable types
| Numeric | 27 |
|---|---|
| Categorical | 15 |
num_outbound_cmds has constant value "0" | Constant |
is_host_login has constant value "0" | Constant |
service has a high cardinality: 66 distinct values | High cardinality |
hot is highly correlated with is_guest_login | High correlation |
logged_in is highly correlated with count and 3 other fields | High correlation |
num_compromised is highly correlated with su_attempted and 2 other fields | High correlation |
root_shell is highly correlated with su_attempted | High correlation |
su_attempted is highly correlated with num_compromised and 3 other fields | High correlation |
num_root is highly correlated with num_compromised and 2 other fields | High correlation |
num_access_files is highly correlated with num_compromised and 2 other fields | High correlation |
is_guest_login is highly correlated with hot | High correlation |
count is highly correlated with logged_in and 1 other fields | High correlation |
serror_rate is highly correlated with srv_serror_rate and 5 other fields | High correlation |
srv_serror_rate is highly correlated with serror_rate and 5 other fields | High correlation |
rerror_rate is highly correlated with srv_rerror_rate and 2 other fields | High correlation |
srv_rerror_rate is highly correlated with rerror_rate and 2 other fields | High correlation |
same_srv_rate is highly correlated with logged_in and 8 other fields | High correlation |
dst_host_count is highly correlated with same_srv_rate and 1 other fields | High correlation |
dst_host_srv_count is highly correlated with logged_in and 6 other fields | High correlation |
dst_host_same_srv_rate is highly correlated with logged_in and 7 other fields | High correlation |
dst_host_serror_rate is highly correlated with serror_rate and 5 other fields | High correlation |
dst_host_srv_serror_rate is highly correlated with serror_rate and 5 other fields | High correlation |
dst_host_rerror_rate is highly correlated with rerror_rate and 2 other fields | High correlation |
dst_host_srv_rerror_rate is highly correlated with rerror_rate and 2 other fields | High correlation |
src_bytes is highly correlated with dst_bytes and 11 other fields | High correlation |
dst_bytes is highly correlated with src_bytes and 9 other fields | High correlation |
hot is highly correlated with is_guest_login | High correlation |
logged_in is highly correlated with src_bytes and 7 other fields | High correlation |
root_shell is highly correlated with su_attempted | High correlation |
su_attempted is highly correlated with root_shell | High correlation |
is_guest_login is highly correlated with hot | High correlation |
count is highly correlated with src_bytes and 11 other fields | High correlation |
srv_count is highly correlated with count | High correlation |
serror_rate is highly correlated with src_bytes and 9 other fields | High correlation |
srv_serror_rate is highly correlated with src_bytes and 8 other fields | High correlation |
rerror_rate is highly correlated with srv_rerror_rate and 2 other fields | High correlation |
srv_rerror_rate is highly correlated with rerror_rate and 2 other fields | High correlation |
same_srv_rate is highly correlated with src_bytes and 13 other fields | High correlation |
diff_srv_rate is highly correlated with src_bytes and 12 other fields | High correlation |
dst_host_count is highly correlated with count and 5 other fields | High correlation |
dst_host_srv_count is highly correlated with src_bytes and 8 other fields | High correlation |
dst_host_same_srv_rate is highly correlated with src_bytes and 12 other fields | High correlation |
dst_host_diff_srv_rate is highly correlated with src_bytes and 7 other fields | High correlation |
dst_host_same_src_port_rate is highly correlated with count and 3 other fields | High correlation |
dst_host_srv_diff_host_rate is highly correlated with count and 3 other fields | High correlation |
dst_host_serror_rate is highly correlated with src_bytes and 10 other fields | High correlation |
dst_host_srv_serror_rate is highly correlated with src_bytes and 7 other fields | High correlation |
dst_host_rerror_rate is highly correlated with rerror_rate and 2 other fields | High correlation |
dst_host_srv_rerror_rate is highly correlated with rerror_rate and 2 other fields | High correlation |
duration is highly correlated with land and 23 other fields | High correlation |
src_bytes is highly correlated with land and 25 other fields | High correlation |
dst_bytes is highly correlated with land and 25 other fields | High correlation |
land is highly correlated with duration and 24 other fields | High correlation |
wrong_fragment is highly correlated with duration and 27 other fields | High correlation |
urgent is highly correlated with duration and 24 other fields | High correlation |
hot is highly correlated with duration and 27 other fields | High correlation |
num_failed_logins is highly correlated with duration and 24 other fields | High correlation |
logged_in is highly correlated with land and 23 other fields | High correlation |
num_compromised is highly correlated with duration and 24 other fields | High correlation |
root_shell is highly correlated with duration and 28 other fields | High correlation |
su_attempted is highly correlated with duration and 24 other fields | High correlation |
num_root is highly correlated with duration and 28 other fields | High correlation |
num_file_creations is highly correlated with duration and 24 other fields | High correlation |
num_shells is highly correlated with duration and 28 other fields | High correlation |
num_access_files is highly correlated with duration and 24 other fields | High correlation |
num_outbound_cmds is highly correlated with duration and 28 other fields | High correlation |
is_host_login is highly correlated with duration and 24 other fields | High correlation |
is_guest_login is highly correlated with duration and 28 other fields | High correlation |
count is highly correlated with rerror_rate and 7 other fields | High correlation |
srv_count is highly correlated with serror_rate and 7 other fields | High correlation |
serror_rate is highly correlated with duration and 19 other fields | High correlation |
srv_serror_rate is highly correlated with duration and 19 other fields | High correlation |
rerror_rate is highly correlated with duration and 27 other fields | High correlation |
srv_rerror_rate is highly correlated with duration and 27 other fields | High correlation |
same_srv_rate is highly correlated with land and 18 other fields | High correlation |
diff_srv_rate is highly correlated with src_bytes and 16 other fields | High correlation |
srv_diff_host_rate is highly correlated with duration and 21 other fields | High correlation |
dst_host_count is highly correlated with src_bytes and 16 other fields | High correlation |
dst_host_srv_count is highly correlated with dst_host_same_srv_rate and 5 other fields | High correlation |
dst_host_same_srv_rate is highly correlated with serror_rate and 8 other fields | High correlation |
dst_host_diff_srv_rate is highly correlated with src_bytes and 16 other fields | High correlation |
dst_host_same_src_port_rate is highly correlated with count and 7 other fields | High correlation |
dst_host_srv_diff_host_rate is highly correlated with land and 19 other fields | High correlation |
dst_host_serror_rate is highly correlated with duration and 19 other fields | High correlation |
dst_host_srv_serror_rate is highly correlated with duration and 19 other fields | High correlation |
dst_host_rerror_rate is highly correlated with duration and 33 other fields | High correlation |
dst_host_srv_rerror_rate is highly correlated with duration and 35 other fields | High correlation |
num_access_files is highly correlated with su_attempted and 2 other fields | High correlation |
same_srv_rate is highly correlated with dst_host_srv_serror_rate and 12 other fields | High correlation |
srv_count is highly correlated with count and 2 other fields | High correlation |
duration is highly correlated with dst_host_diff_srv_rate | High correlation |
dst_host_same_src_port_rate is highly correlated with dst_host_srv_count and 6 other fields | High correlation |
dst_host_srv_serror_rate is highly correlated with same_srv_rate and 10 other fields | High correlation |
su_attempted is highly correlated with num_access_files and 2 other fields | High correlation |
dst_host_srv_count is highly correlated with same_srv_rate and 11 other fields | High correlation |
flag is highly correlated with same_srv_rate and 14 other fields | High correlation |
dst_host_srv_diff_host_rate is highly correlated with dst_host_same_src_port_rate and 3 other fields | High correlation |
dst_host_serror_rate is highly correlated with same_srv_rate and 12 other fields | High correlation |
is_guest_login is highly correlated with hot and 1 other fields | High correlation |
dst_host_same_srv_rate is highly correlated with same_srv_rate and 12 other fields | High correlation |
serror_rate is highly correlated with same_srv_rate and 11 other fields | High correlation |
hot is highly correlated with is_guest_login and 1 other fields | High correlation |
count is highly correlated with same_srv_rate and 12 other fields | High correlation |
dst_host_rerror_rate is highly correlated with flag and 5 other fields | High correlation |
num_root is highly correlated with num_access_files and 3 other fields | High correlation |
srv_serror_rate is highly correlated with same_srv_rate and 10 other fields | High correlation |
srv_rerror_rate is highly correlated with flag and 3 other fields | High correlation |
dst_host_srv_rerror_rate is highly correlated with flag and 3 other fields | High correlation |
service is highly correlated with same_srv_rate and 19 other fields | High correlation |
rerror_rate is highly correlated with flag and 7 other fields | High correlation |
dst_host_count is highly correlated with same_srv_rate and 6 other fields | High correlation |
dst_host_diff_srv_rate is highly correlated with duration and 5 other fields | High correlation |
num_compromised is highly correlated with num_access_files and 3 other fields | High correlation |
logged_in is highly correlated with same_srv_rate and 11 other fields | High correlation |
diff_srv_rate is highly correlated with same_srv_rate and 2 other fields | High correlation |
srv_diff_host_rate is highly correlated with dst_host_srv_diff_host_rate and 1 other fields | High correlation |
class is highly correlated with same_srv_rate and 11 other fields | High correlation |
root_shell is highly correlated with num_root and 1 other fields | High correlation |
protocol_type is highly correlated with srv_count and 3 other fields | High correlation |
urgent is highly correlated with num_outbound_cmds and 1 other fields | High correlation |
logged_in is highly correlated with flag and 4 other fields | High correlation |
flag is highly correlated with logged_in and 3 other fields | High correlation |
class is highly correlated with logged_in and 4 other fields | High correlation |
num_failed_logins is highly correlated with num_outbound_cmds and 1 other fields | High correlation |
root_shell is highly correlated with su_attempted and 2 other fields | High correlation |
protocol_type is highly correlated with service and 2 other fields | High correlation |
num_shells is highly correlated with num_outbound_cmds and 1 other fields | High correlation |
su_attempted is highly correlated with root_shell and 2 other fields | High correlation |
service is highly correlated with logged_in and 5 other fields | High correlation |
num_outbound_cmds is highly correlated with urgent and 13 other fields | High correlation |
land is highly correlated with num_outbound_cmds and 1 other fields | High correlation |
is_host_login is highly correlated with urgent and 13 other fields | High correlation |
wrong_fragment is highly correlated with num_outbound_cmds and 1 other fields | High correlation |
is_guest_login is highly correlated with service and 2 other fields | High correlation |
src_bytes is highly skewed (γ1 = 157.5585416) | Skewed |
dst_bytes is highly skewed (γ1 = 54.77757621) | Skewed |
num_compromised is highly skewed (γ1 = 62.19108752) | Skewed |
num_root is highly skewed (γ1 = 62.3210635) | Skewed |
num_file_creations is highly skewed (γ1 = 52.1416881) | Skewed |
num_access_files is highly skewed (γ1 = 41.75276352) | Skewed |
duration has 23168 (92.0%) zeros | Zeros |
src_bytes has 9866 (39.2%) zeros | Zeros |
dst_bytes has 13574 (53.9%) zeros | Zeros |
hot has 24672 (97.9%) zeros | Zeros |
num_compromised has 24920 (98.9%) zeros | Zeros |
num_root has 25058 (99.5%) zeros | Zeros |
num_file_creations has 25126 (99.7%) zeros | Zeros |
num_access_files has 25113 (99.7%) zeros | Zeros |
serror_rate has 17329 (68.8%) zeros | Zeros |
srv_serror_rate has 17708 (70.3%) zeros | Zeros |
rerror_rate has 21985 (87.3%) zeros | Zeros |
srv_rerror_rate has 21959 (87.2%) zeros | Zeros |
same_srv_rate has 543 (2.2%) zeros | Zeros |
diff_srv_rate has 15245 (60.5%) zeros | Zeros |
srv_diff_host_rate has 19517 (77.5%) zeros | Zeros |
dst_host_same_srv_rate has 1379 (5.5%) zeros | Zeros |
dst_host_diff_srv_rate has 9343 (37.1%) zeros | Zeros |
dst_host_same_src_port_rate has 12673 (50.3%) zeros | Zeros |
dst_host_srv_diff_host_rate has 17387 (69.0%) zeros | Zeros |
dst_host_serror_rate has 16221 (64.4%) zeros | Zeros |
dst_host_srv_serror_rate has 17005 (67.5%) zeros | Zeros |
dst_host_rerror_rate has 20688 (82.1%) zeros | Zeros |
dst_host_srv_rerror_rate has 21349 (84.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-04-05 01:03:07.356439 |
|---|---|
| Analysis finished | 2022-04-05 01:14:12.884702 |
| Duration | 11 minutes and 5.53 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 758 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 305.0541045 |
| Minimum | 0 |
|---|---|
| Maximum | 42862 |
| Zeros | 23168 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 42862 |
| Range | 42862 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2686.55564 |
|---|---|
| Coefficient of variation (CV) | 8.806816891 |
| Kurtosis | 146.7010243 |
| Mean | 305.0541045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.53264335 |
| Sum | 7684923 |
| Variance | 7217581.207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23168 | |
| 1 | 374 | 1.5% |
| 2 | 165 | 0.7% |
| 3 | 102 | 0.4% |
| 4 | 75 | 0.3% |
| 5 | 62 | 0.2% |
| 6 | 41 | 0.2% |
| 27 | 40 | 0.2% |
| 28 | 38 | 0.2% |
| 7 | 26 | 0.1% |
| Other values (748) | 1101 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 23168 | |
| 1 | 374 | 1.5% |
| 2 | 165 | 0.7% |
| 3 | 102 | 0.4% |
| 4 | 75 | 0.3% |
| 5 | 62 | 0.2% |
| 6 | 41 | 0.2% |
| 7 | 26 | 0.1% |
| 8 | 19 | 0.1% |
| 9 | 22 | 0.1% |
| Value | Count | Frequency (%) |
| 42862 | 1 | |
| 42658 | 1 | |
| 42636 | 1 | |
| 42470 | 1 | |
| 42260 | 1 | |
| 42021 | 1 | |
| 41802 | 1 | |
| 41561 | 1 | |
| 41541 | 1 | |
| 41476 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| tcp | |
|---|---|
| udp | |
| icmp | 1655 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.065695459 |
| Min length | 3 |
Characters and Unicode
| Total characters | 77231 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | tcp |
|---|---|
| 2nd row | udp |
| 3rd row | tcp |
| 4th row | tcp |
| 5th row | tcp |
Common Values
| Value | Count | Frequency (%) |
| tcp | 20526 | |
| udp | 3011 | 12.0% |
| icmp | 1655 | 6.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| tcp | 20526 | |
| udp | 3011 | 12.0% |
| icmp | 1655 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 25192 | |
| c | 22181 | |
| t | 20526 | |
| u | 3011 | 3.9% |
| d | 3011 | 3.9% |
| i | 1655 | 2.1% |
| m | 1655 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 77231 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 25192 | |
| c | 22181 | |
| t | 20526 | |
| u | 3011 | 3.9% |
| d | 3011 | 3.9% |
| i | 1655 | 2.1% |
| m | 1655 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 77231 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 25192 | |
| c | 22181 | |
| t | 20526 | |
| u | 3011 | 3.9% |
| d | 3011 | 3.9% |
| i | 1655 | 2.1% |
| m | 1655 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 77231 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 25192 | |
| c | 22181 | |
| t | 20526 | |
| u | 3011 | 3.9% |
| d | 3011 | 3.9% |
| i | 1655 | 2.1% |
| m | 1655 | 2.1% |
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| http | |
|---|---|
| private | |
| domain_u | |
| smtp | |
| ftp_data | |
| Other values (61) |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 5.473682121 |
| Min length | 3 |
Characters and Unicode
| Total characters | 137893 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ftp_data |
|---|---|
| 2nd row | other |
| 3rd row | private |
| 4th row | http |
| 5th row | http |
Common Values
| Value | Count | Frequency (%) |
| http | 8003 | |
| private | 4351 | |
| domain_u | 1820 | 7.2% |
| smtp | 1449 | 5.8% |
| ftp_data | 1396 | 5.5% |
| eco_i | 909 | 3.6% |
| other | 858 | 3.4% |
| ecr_i | 613 | 2.4% |
| telnet | 483 | 1.9% |
| finger | 366 | 1.5% |
| Other values (56) | 4944 |
Length
| Value | Count | Frequency (%) |
| http | 8003 | |
| private | 4351 | |
| domain_u | 1820 | 7.2% |
| smtp | 1449 | 5.8% |
| ftp_data | 1396 | 5.5% |
| eco_i | 909 | 3.6% |
| other | 858 | 3.4% |
| ecr_i | 613 | 2.4% |
| telnet | 483 | 1.9% |
| finger | 366 | 1.5% |
| Other values (56) | 4944 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 29049 | |
| p | 17578 | |
| a | 10319 | 7.5% |
| e | 9860 | 7.2% |
| h | 9852 | 7.1% |
| i | 9744 | 7.1% |
| r | 6989 | 5.1% |
| _ | 5928 | 4.3% |
| o | 4909 | 3.6% |
| n | 4525 | 3.3% |
| Other values (29) | 29140 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 130368 | |
| Connector Punctuation | 5928 | 4.3% |
| Decimal Number | 1283 | 0.9% |
| Uppercase Letter | 314 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 29049 | |
| p | 17578 | |
| a | 10319 | 7.9% |
| e | 9860 | 7.6% |
| h | 9852 | 7.6% |
| i | 9744 | 7.5% |
| r | 6989 | 5.4% |
| o | 4909 | 3.8% |
| n | 4525 | 3.5% |
| v | 4458 | 3.4% |
| Other values (15) | 23085 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 364 | |
| 3 | 338 | |
| 0 | 174 | |
| 9 | 172 | |
| 5 | 172 | |
| 1 | 45 | 3.5% |
| 2 | 17 | 1.3% |
| 8 | 1 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Z | 172 | |
| I | 40 | 12.7% |
| R | 40 | 12.7% |
| C | 40 | 12.7% |
| X | 22 | 7.0% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 5928 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 130682 | |
| Common | 7211 | 5.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 29049 | |
| p | 17578 | |
| a | 10319 | 7.9% |
| e | 9860 | 7.5% |
| h | 9852 | 7.5% |
| i | 9744 | 7.5% |
| r | 6989 | 5.3% |
| o | 4909 | 3.8% |
| n | 4525 | 3.5% |
| v | 4458 | 3.4% |
| Other values (20) | 23399 |
Common
| Value | Count | Frequency (%) |
| _ | 5928 | |
| 4 | 364 | 5.0% |
| 3 | 338 | 4.7% |
| 0 | 174 | 2.4% |
| 9 | 172 | 2.4% |
| 5 | 172 | 2.4% |
| 1 | 45 | 0.6% |
| 2 | 17 | 0.2% |
| 8 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 137893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 29049 | |
| p | 17578 | |
| a | 10319 | 7.5% |
| e | 9860 | 7.2% |
| h | 9852 | 7.1% |
| i | 9744 | 7.1% |
| r | 6989 | 5.1% |
| _ | 5928 | 4.3% |
| o | 4909 | 3.6% |
| n | 4525 | 3.3% |
| Other values (29) | 29140 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| SF | |
|---|---|
| S0 | |
| REJ | |
| RSTR | 497 |
| RSTO | 304 |
| Other values (6) | 193 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.155088917 |
| Min length | 2 |
Characters and Unicode
| Total characters | 54291 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SF |
|---|---|
| 2nd row | SF |
| 3rd row | S0 |
| 4th row | SF |
| 5th row | SF |
Common Values
| Value | Count | Frequency (%) |
| SF | 14973 | |
| S0 | 7009 | |
| REJ | 2216 | 8.8% |
| RSTR | 497 | 2.0% |
| RSTO | 304 | 1.2% |
| S1 | 88 | 0.3% |
| SH | 43 | 0.2% |
| RSTOS0 | 21 | 0.1% |
| S2 | 21 | 0.1% |
| S3 | 15 | 0.1% |
Length
| Value | Count | Frequency (%) |
| sf | 14973 | |
| s0 | 7009 | |
| rej | 2216 | 8.8% |
| rstr | 497 | 2.0% |
| rsto | 304 | 1.2% |
| s1 | 88 | 0.3% |
| sh | 43 | 0.2% |
| rstos0 | 21 | 0.1% |
| s2 | 21 | 0.1% |
| s3 | 15 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 22992 | |
| F | 14973 | |
| 0 | 7030 | 12.9% |
| R | 3535 | 6.5% |
| E | 2216 | 4.1% |
| J | 2216 | 4.1% |
| T | 827 | 1.5% |
| O | 330 | 0.6% |
| 1 | 88 | 0.2% |
| H | 48 | 0.1% |
| Other values (2) | 36 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 47137 | |
| Decimal Number | 7154 | 13.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 22992 | |
| F | 14973 | |
| R | 3535 | 7.5% |
| E | 2216 | 4.7% |
| J | 2216 | 4.7% |
| T | 827 | 1.8% |
| O | 330 | 0.7% |
| H | 48 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7030 | |
| 1 | 88 | 1.2% |
| 2 | 21 | 0.3% |
| 3 | 15 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47137 | |
| Common | 7154 | 13.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 22992 | |
| F | 14973 | |
| R | 3535 | 7.5% |
| E | 2216 | 4.7% |
| J | 2216 | 4.7% |
| T | 827 | 1.8% |
| O | 330 | 0.7% |
| H | 48 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 0 | 7030 | |
| 1 | 88 | 1.2% |
| 2 | 21 | 0.3% |
| 3 | 15 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54291 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 22992 | |
| F | 14973 | |
| 0 | 7030 | 12.9% |
| R | 3535 | 6.5% |
| E | 2216 | 4.1% |
| J | 2216 | 4.1% |
| T | 827 | 1.5% |
| O | 330 | 0.6% |
| 1 | 88 | 0.2% |
| H | 48 | 0.1% |
| Other values (2) | 36 | 0.1% |
| Distinct | 1665 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24330.62822 |
| Minimum | 0 |
|---|---|
| Maximum | 381709090 |
| Zeros | 9866 |
| Zeros (%) | 39.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 44 |
| Q3 | 279 |
| 95-th percentile | 1486.45 |
| Maximum | 381709090 |
| Range | 381709090 |
| Interquartile range (IQR) | 279 |
Descriptive statistics
| Standard deviation | 2410805.402 |
|---|---|
| Coefficient of variation (CV) | 99.08520983 |
| Kurtosis | 24944.61428 |
| Mean | 24330.62822 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 157.5585416 |
| Sum | 612937186 |
| Variance | 5.811982686 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9866 | |
| 8 | 738 | 2.9% |
| 1 | 480 | 1.9% |
| 44 | 467 | 1.9% |
| 45 | 416 | 1.7% |
| 1032 | 390 | 1.5% |
| 46 | 284 | 1.1% |
| 43 | 231 | 0.9% |
| 147 | 210 | 0.8% |
| 105 | 204 | 0.8% |
| Other values (1655) | 11906 |
| Value | Count | Frequency (%) |
| 0 | 9866 | |
| 1 | 480 | 1.9% |
| 4 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 32 | 0.1% |
| 7 | 26 | 0.1% |
| 8 | 738 | 2.9% |
| 9 | 39 | 0.2% |
| 10 | 32 | 0.1% |
| 11 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 381709090 | 1 | < 0.1% |
| 7665876 | 1 | < 0.1% |
| 7248552 | 1 | < 0.1% |
| 5135678 | 3 | < 0.1% |
| 5133876 | 8 | < 0.1% |
| 5131424 | 2 | < 0.1% |
| 5097472 | 1 | < 0.1% |
| 2280318 | 1 | < 0.1% |
| 2194620 | 2 | < 0.1% |
| 2194619 | 44 |
| Distinct | 3922 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3491.847174 |
| Minimum | 0 |
|---|---|
| Maximum | 5151385 |
| Zeros | 13574 |
| Zeros (%) | 53.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 530.25 |
| 95-th percentile | 8314 |
| Maximum | 5151385 |
| Range | 5151385 |
| Interquartile range (IQR) | 530.25 |
Descriptive statistics
| Standard deviation | 88830.71833 |
|---|---|
| Coefficient of variation (CV) | 25.43946339 |
| Kurtosis | 3130.172645 |
| Mean | 3491.847174 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 54.77757621 |
| Sum | 87966614 |
| Variance | 7890896519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13574 | |
| 105 | 309 | 1.2% |
| 8314 | 175 | 0.7% |
| 44 | 115 | 0.5% |
| 42 | 105 | 0.4% |
| 330 | 105 | 0.4% |
| 332 | 103 | 0.4% |
| 331 | 97 | 0.4% |
| 4 | 94 | 0.4% |
| 329 | 88 | 0.3% |
| Other values (3912) | 10427 |
| Value | Count | Frequency (%) |
| 0 | 13574 | |
| 1 | 6 | < 0.1% |
| 4 | 94 | 0.4% |
| 15 | 7 | < 0.1% |
| 17 | 7 | < 0.1% |
| 18 | 3 | < 0.1% |
| 24 | 2 | < 0.1% |
| 26 | 3 | < 0.1% |
| 28 | 2 | < 0.1% |
| 29 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 5151385 | 1 | |
| 5150836 | 1 | |
| 5150772 | 1 | |
| 5150180 | 1 | |
| 5149533 | 1 | |
| 5131424 | 1 | |
| 5129964 | 1 | |
| 1639484 | 1 | |
| 1593580 | 1 | |
| 1437092 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 1 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25190 | |
| 1 | 2 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 25190 | |
| 1 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25190 | |
| 1 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25190 | |
| 1 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25190 | |
| 1 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25190 | |
| 1 | 2 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 3 | 187 |
| 1 | 37 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 24968 | |
| 3 | 187 | 0.7% |
| 1 | 37 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 24968 | |
| 3 | 187 | 0.7% |
| 1 | 37 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24968 | |
| 3 | 187 | 0.7% |
| 1 | 37 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24968 | |
| 3 | 187 | 0.7% |
| 1 | 37 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24968 | |
| 3 | 187 | 0.7% |
| 1 | 37 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24968 | |
| 3 | 187 | 0.7% |
| 1 | 37 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25191 | |
| 1 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 25191 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25191 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25191 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25191 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25191 | |
| 1 | 1 | < 0.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19803906 |
| Minimum | 0 |
|---|---|
| Maximum | 77 |
| Zeros | 24672 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 77 |
| Range | 77 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.154201767 |
|---|---|
| Coefficient of variation (CV) | 10.87766104 |
| Kurtosis | 213.6979586 |
| Mean | 0.19803906 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.58953733 |
| Sum | 4989 |
| Variance | 4.640585254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24672 | |
| 2 | 200 | 0.8% |
| 1 | 78 | 0.3% |
| 30 | 55 | 0.2% |
| 28 | 52 | 0.2% |
| 4 | 37 | 0.1% |
| 6 | 26 | 0.1% |
| 5 | 17 | 0.1% |
| 22 | 13 | 0.1% |
| 24 | 9 | < 0.1% |
| Other values (12) | 33 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 24672 | |
| 1 | 78 | 0.3% |
| 2 | 200 | 0.8% |
| 3 | 7 | < 0.1% |
| 4 | 37 | 0.1% |
| 5 | 17 | 0.1% |
| 6 | 26 | 0.1% |
| 7 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 77 | 1 | < 0.1% |
| 30 | 55 | |
| 28 | 52 | |
| 25 | 1 | < 0.1% |
| 24 | 9 | < 0.1% |
| 22 | 13 | 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 8 | < 0.1% |
| 18 | 6 | < 0.1% |
| 17 | 1 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 1 | 19 |
| 2 | 2 |
| 3 | 1 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25169 | |
| 1 | 19 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 25169 | |
| 1 | 19 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25169 | |
| 1 | 19 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25169 | |
| 1 | 19 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25169 | |
| 1 | 19 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25169 | |
| 1 | 19 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
logged_in
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 15247 | |
| 1 | 9945 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 15247 | |
| 1 | 9945 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15247 | |
| 1 | 9945 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 15247 | |
| 1 | 9945 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 15247 | |
| 1 | 9945 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 15247 | |
| 1 | 9945 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2278501111 |
| Minimum | 0 |
|---|---|
| Maximum | 884 |
| Zeros | 24920 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 884 |
| Range | 884 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.41735204 |
|---|---|
| Coefficient of variation (CV) | 45.7201973 |
| Kurtosis | 4313.775786 |
| Mean | 0.2278501111 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 62.19108752 |
| Sum | 5740 |
| Variance | 108.5212235 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24920 | |
| 1 | 194 | 0.8% |
| 2 | 21 | 0.1% |
| 4 | 13 | 0.1% |
| 6 | 8 | < 0.1% |
| 3 | 7 | < 0.1% |
| 5 | 5 | < 0.1% |
| 7 | 2 | < 0.1% |
| 151 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| Other values (18) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 24920 | |
| 1 | 194 | 0.8% |
| 2 | 21 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 13 | 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 8 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 884 | 1 | |
| 789 | 1 | |
| 558 | 1 | |
| 520 | 1 | |
| 462 | 1 | |
| 457 | 1 | |
| 371 | 1 | |
| 217 | 1 | |
| 193 | 1 | |
| 157 | 1 |
root_shell
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 1 | 39 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25153 | |
| 1 | 39 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 25153 | |
| 1 | 39 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25153 | |
| 1 | 39 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25153 | |
| 1 | 39 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25153 | |
| 1 | 39 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25153 | |
| 1 | 39 | 0.2% |
su_attempted
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 2 | 13 |
| 1 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25171 | |
| 2 | 13 | 0.1% |
| 1 | 8 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 25171 | |
| 2 | 13 | 0.1% |
| 1 | 8 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25171 | |
| 2 | 13 | 0.1% |
| 1 | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25171 | |
| 2 | 13 | 0.1% |
| 1 | 8 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25171 | |
| 2 | 13 | 0.1% |
| 1 | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25171 | |
| 2 | 13 | 0.1% |
| 1 | 8 | < 0.1% |
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2498412194 |
| Minimum | 0 |
|---|---|
| Maximum | 975 |
| Zeros | 25058 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 975 |
| Range | 975 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.5008418 |
|---|---|
| Coefficient of variation (CV) | 46.03260352 |
| Kurtosis | 4315.767476 |
| Mean | 0.2498412194 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 62.3210635 |
| Sum | 6294 |
| Variance | 132.269362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25058 | |
| 1 | 47 | 0.2% |
| 9 | 24 | 0.1% |
| 6 | 23 | 0.1% |
| 2 | 10 | < 0.1% |
| 5 | 6 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| Other values (18) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 25058 | |
| 1 | 47 | 0.2% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 23 | 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 24 | 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 975 | 1 | |
| 867 | 1 | |
| 629 | 1 | |
| 572 | 1 | |
| 512 | 1 | |
| 508 | 1 | |
| 417 | 1 | |
| 247 | 1 | |
| 191 | 1 | |
| 179 | 1 |
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01472689743 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 25126 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5296023002 |
|---|---|
| Coefficient of variation (CV) | 35.96156643 |
| Kurtosis | 3158.205144 |
| Mean | 0.01472689743 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.1416881 |
| Sum | 371 |
| Variance | 0.2804785964 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25126 | |
| 1 | 37 | 0.1% |
| 2 | 7 | < 0.1% |
| 4 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| Other values (10) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 25126 | |
| 1 | 37 | 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 38 | 1 | |
| 29 | 1 | |
| 21 | 1 | |
| 20 | 1 | |
| 19 | 1 | |
| 18 | 2 | |
| 17 | 1 | |
| 15 | 1 | |
| 14 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 1 | 9 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25183 | |
| 1 | 9 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 25183 | |
| 1 | 9 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25183 | |
| 1 | 9 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25183 | |
| 1 | 9 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25183 | |
| 1 | 9 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25183 | |
| 1 | 9 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004326770403 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 25113 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09852397678 |
|---|---|
| Coefficient of variation (CV) | 22.7707892 |
| Kurtosis | 2499.907798 |
| Mean | 0.004326770403 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 41.75276352 |
| Sum | 109 |
| Variance | 0.009706974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25113 | |
| 1 | 65 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 25113 | |
| 1 | 65 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 8 | < 0.1% |
| 1 | 65 | 0.3% |
| 0 | 25113 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25192 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 25192 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25192 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25192 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25192 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25192 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 25192 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25192 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25192 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25192 |
is_guest_login
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 0 | |
|---|---|
| 1 | 230 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25192 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 24962 | |
| 1 | 230 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 24962 | |
| 1 | 230 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24962 | |
| 1 | 230 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24962 | |
| 1 | 230 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24962 | |
| 1 | 230 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24962 | |
| 1 | 230 | 0.9% |
| Distinct | 466 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.59117974 |
| Minimum | 1 |
|---|---|
| Maximum | 511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 14 |
| Q3 | 144 |
| 95-th percentile | 286 |
| Maximum | 511 |
| Range | 510 |
| Interquartile range (IQR) | 142 |
Descriptive statistics
| Standard deviation | 114.6734509 |
|---|---|
| Coefficient of variation (CV) | 1.355619478 |
| Kurtosis | 1.978018032 |
| Mean | 84.59117974 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 1.503732531 |
| Sum | 2131021 |
| Variance | 13150.00034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5519 | |
| 2 | 1934 | 7.7% |
| 3 | 769 | 3.1% |
| 4 | 696 | 2.8% |
| 5 | 597 | 2.4% |
| 6 | 477 | 1.9% |
| 7 | 462 | 1.8% |
| 8 | 404 | 1.6% |
| 9 | 342 | 1.4% |
| 11 | 317 | 1.3% |
| Other values (456) | 13675 |
| Value | Count | Frequency (%) |
| 1 | 5519 | |
| 2 | 1934 | 7.7% |
| 3 | 769 | 3.1% |
| 4 | 696 | 2.8% |
| 5 | 597 | 2.4% |
| 6 | 477 | 1.9% |
| 7 | 462 | 1.8% |
| 8 | 404 | 1.6% |
| 9 | 342 | 1.4% |
| 10 | 311 | 1.2% |
| Value | Count | Frequency (%) |
| 511 | 293 | |
| 510 | 58 | 0.2% |
| 509 | 49 | 0.2% |
| 508 | 6 | < 0.1% |
| 507 | 1 | < 0.1% |
| 506 | 1 | < 0.1% |
| 502 | 1 | < 0.1% |
| 500 | 3 | < 0.1% |
| 497 | 1 | < 0.1% |
| 496 | 2 | < 0.1% |
| Distinct | 414 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.69875357 |
| Minimum | 1 |
|---|---|
| Maximum | 511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 8 |
| Q3 | 18 |
| 95-th percentile | 157 |
| Maximum | 511 |
| Range | 510 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 72.46824199 |
|---|---|
| Coefficient of variation (CV) | 2.616299748 |
| Kurtosis | 24.39669648 |
| Mean | 27.69875357 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.707522831 |
| Sum | 697787 |
| Variance | 5251.646097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5080 | |
| 2 | 2538 | 10.1% |
| 3 | 1223 | 4.9% |
| 4 | 1086 | 4.3% |
| 5 | 913 | 3.6% |
| 6 | 849 | 3.4% |
| 7 | 800 | 3.2% |
| 8 | 751 | 3.0% |
| 9 | 718 | 2.9% |
| 11 | 688 | 2.7% |
| Other values (404) | 10546 |
| Value | Count | Frequency (%) |
| 1 | 5080 | |
| 2 | 2538 | |
| 3 | 1223 | 4.9% |
| 4 | 1086 | 4.3% |
| 5 | 913 | 3.6% |
| 6 | 849 | 3.4% |
| 7 | 800 | 3.2% |
| 8 | 751 | 3.0% |
| 9 | 718 | 2.9% |
| 10 | 647 | 2.6% |
| Value | Count | Frequency (%) |
| 511 | 200 | |
| 510 | 36 | 0.1% |
| 509 | 6 | < 0.1% |
| 508 | 2 | < 0.1% |
| 500 | 1 | < 0.1% |
| 497 | 1 | < 0.1% |
| 496 | 1 | < 0.1% |
| 492 | 2 | < 0.1% |
| 489 | 1 | < 0.1% |
| 488 | 1 | < 0.1% |
serror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 70 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2863377263 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17329 |
| Zeros (%) | 68.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4473123227 |
|---|---|
| Coefficient of variation (CV) | 1.562184378 |
| Kurtosis | -1.07438947 |
| Mean | 0.2863377263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9526467377 |
| Sum | 7213.42 |
| Variance | 0.200088314 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17329 | |
| 1 | 6941 | |
| 0.5 | 122 | 0.5% |
| 0.07 | 53 | 0.2% |
| 0.06 | 50 | 0.2% |
| 0.05 | 50 | 0.2% |
| 0.33 | 48 | 0.2% |
| 0.01 | 46 | 0.2% |
| 0.08 | 46 | 0.2% |
| 0.25 | 43 | 0.2% |
| Other values (60) | 464 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 17329 | |
| 0.01 | 46 | 0.2% |
| 0.02 | 16 | 0.1% |
| 0.03 | 31 | 0.1% |
| 0.04 | 29 | 0.1% |
| 0.05 | 50 | 0.2% |
| 0.06 | 50 | 0.2% |
| 0.07 | 53 | 0.2% |
| 0.08 | 46 | 0.2% |
| 0.09 | 38 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 6941 | |
| 0.99 | 41 | 0.2% |
| 0.98 | 12 | < 0.1% |
| 0.97 | 16 | 0.1% |
| 0.96 | 7 | < 0.1% |
| 0.95 | 6 | < 0.1% |
| 0.94 | 2 | < 0.1% |
| 0.93 | 6 | < 0.1% |
| 0.92 | 2 | < 0.1% |
| 0.91 | 1 | < 0.1% |
srv_serror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 56 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2837623055 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17708 |
| Zeros (%) | 70.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4475989077 |
|---|---|
| Coefficient of variation (CV) | 1.577372678 |
| Kurtosis | -1.057887633 |
| Mean | 0.2837623055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9634997182 |
| Sum | 7148.54 |
| Variance | 0.2003447822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17708 | |
| 1 | 7003 | 27.8% |
| 0.5 | 94 | 0.4% |
| 0.33 | 51 | 0.2% |
| 0.25 | 42 | 0.2% |
| 0.2 | 32 | 0.1% |
| 0.05 | 26 | 0.1% |
| 0.17 | 22 | 0.1% |
| 0.03 | 20 | 0.1% |
| 0.04 | 20 | 0.1% |
| Other values (46) | 174 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 17708 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 13 | 0.1% |
| 0.03 | 20 | 0.1% |
| 0.04 | 20 | 0.1% |
| 0.05 | 26 | 0.1% |
| 0.06 | 10 | < 0.1% |
| 0.07 | 16 | 0.1% |
| 0.08 | 10 | < 0.1% |
| 0.09 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 7003 | |
| 0.95 | 9 | < 0.1% |
| 0.94 | 1 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| 0.92 | 3 | < 0.1% |
| 0.91 | 3 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 0.89 | 3 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.86 | 1 | < 0.1% |
rerror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 72 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1186301207 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 21985 |
| Zeros (%) | 87.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3187454708 |
|---|---|
| Coefficient of variation (CV) | 2.686884823 |
| Kurtosis | 3.547199001 |
| Mean | 0.1186301207 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.346358337 |
| Sum | 2988.53 |
| Variance | 0.1015986751 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21985 | |
| 1 | 2552 | 10.1% |
| 0.9 | 43 | 0.2% |
| 0.89 | 39 | 0.2% |
| 0.91 | 38 | 0.2% |
| 0.92 | 38 | 0.2% |
| 0.95 | 37 | 0.1% |
| 0.5 | 36 | 0.1% |
| 0.93 | 34 | 0.1% |
| 0.94 | 31 | 0.1% |
| Other values (62) | 359 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 21985 | |
| 0.01 | 8 | < 0.1% |
| 0.02 | 15 | 0.1% |
| 0.03 | 21 | 0.1% |
| 0.04 | 9 | < 0.1% |
| 0.05 | 8 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.07 | 8 | < 0.1% |
| 0.08 | 5 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2552 | |
| 0.99 | 6 | < 0.1% |
| 0.98 | 2 | < 0.1% |
| 0.97 | 7 | < 0.1% |
| 0.96 | 11 | < 0.1% |
| 0.95 | 37 | 0.1% |
| 0.94 | 31 | 0.1% |
| 0.93 | 34 | 0.1% |
| 0.92 | 38 | 0.2% |
| 0.91 | 38 | 0.2% |
srv_rerror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 42 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1202604001 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 21959 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3223353519 |
|---|---|
| Coefficient of variation (CV) | 2.680311653 |
| Kurtosis | 3.513875405 |
| Mean | 0.1202604001 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.340787023 |
| Sum | 3029.6 |
| Variance | 0.1039000791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21959 | |
| 1 | 2937 | 11.7% |
| 0.5 | 56 | 0.2% |
| 0.33 | 32 | 0.1% |
| 0.25 | 26 | 0.1% |
| 0.17 | 17 | 0.1% |
| 0.2 | 16 | 0.1% |
| 0.04 | 14 | 0.1% |
| 0.08 | 11 | < 0.1% |
| 0.67 | 11 | < 0.1% |
| Other values (32) | 113 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 21959 | |
| 0.02 | 9 | < 0.1% |
| 0.03 | 8 | < 0.1% |
| 0.04 | 14 | 0.1% |
| 0.05 | 8 | < 0.1% |
| 0.06 | 10 | < 0.1% |
| 0.07 | 7 | < 0.1% |
| 0.08 | 11 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2937 | |
| 0.85 | 1 | < 0.1% |
| 0.84 | 1 | < 0.1% |
| 0.83 | 3 | < 0.1% |
| 0.81 | 2 | < 0.1% |
| 0.8 | 3 | < 0.1% |
| 0.79 | 2 | < 0.1% |
| 0.76 | 1 | < 0.1% |
| 0.75 | 5 | < 0.1% |
| 0.74 | 1 | < 0.1% |
same_srv_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 97 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6605589076 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 543 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.09 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.91 |
Descriptive statistics
| Standard deviation | 0.4396373803 |
|---|---|
| Coefficient of variation (CV) | 0.6655536324 |
| Kurtosis | -1.611734832 |
| Mean | 0.6605589076 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.5704892479 |
| Sum | 16640.8 |
| Variance | 0.1932810262 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 15357 | |
| 0.01 | 827 | 3.3% |
| 0.02 | 710 | 2.8% |
| 0.06 | 681 | 2.7% |
| 0.03 | 678 | 2.7% |
| 0.07 | 671 | 2.7% |
| 0.04 | 658 | 2.6% |
| 0.08 | 601 | 2.4% |
| 0.05 | 590 | 2.3% |
| 0 | 543 | 2.2% |
| Other values (87) | 3876 | 15.4% |
| Value | Count | Frequency (%) |
| 0 | 543 | |
| 0.01 | 827 | |
| 0.02 | 710 | |
| 0.03 | 678 | |
| 0.04 | 658 | |
| 0.05 | 590 | |
| 0.06 | 681 | |
| 0.07 | 671 | |
| 0.08 | 601 | |
| 0.09 | 399 |
| Value | Count | Frequency (%) |
| 1 | 15357 | |
| 0.99 | 147 | 0.6% |
| 0.98 | 18 | 0.1% |
| 0.97 | 9 | < 0.1% |
| 0.96 | 4 | < 0.1% |
| 0.95 | 3 | < 0.1% |
| 0.94 | 3 | < 0.1% |
| 0.93 | 9 | < 0.1% |
| 0.92 | 6 | < 0.1% |
| 0.91 | 2 | < 0.1% |
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06236305176 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 15245 |
| Zeros (%) | 60.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.06 |
| 95-th percentile | 0.29 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.06 |
Descriptive statistics
| Standard deviation | 0.1785499962 |
|---|---|
| Coefficient of variation (CV) | 2.863073424 |
| Kurtosis | 19.29583341 |
| Mean | 0.06236305176 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.417749091 |
| Sum | 1571.05 |
| Variance | 0.03188010113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15245 | |
| 0.06 | 3861 | 15.3% |
| 0.07 | 1947 | 7.7% |
| 0.05 | 1350 | 5.4% |
| 1 | 663 | 2.6% |
| 0.08 | 374 | 1.5% |
| 0.01 | 194 | 0.8% |
| 0.04 | 130 | 0.5% |
| 0.09 | 121 | 0.5% |
| 0.5 | 116 | 0.5% |
| Other values (69) | 1191 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 15245 | |
| 0.01 | 194 | 0.8% |
| 0.02 | 49 | 0.2% |
| 0.03 | 48 | 0.2% |
| 0.04 | 130 | 0.5% |
| 0.05 | 1350 | 5.4% |
| 0.06 | 3861 | 15.3% |
| 0.07 | 1947 | 7.7% |
| 0.08 | 374 | 1.5% |
| 0.09 | 121 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 663 | |
| 0.99 | 10 | < 0.1% |
| 0.98 | 2 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 0.96 | 8 | < 0.1% |
| 0.95 | 12 | < 0.1% |
| 0.83 | 2 | < 0.1% |
| 0.82 | 1 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 0.79 | 1 | < 0.1% |
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09593085106 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 19517 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2565828469 |
|---|---|
| Coefficient of variation (CV) | 2.674664553 |
| Kurtosis | 7.010158078 |
| Mean | 0.09593085106 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.885942113 |
| Sum | 2416.69 |
| Variance | 0.06583475732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19517 | |
| 1 | 1559 | 6.2% |
| 0.01 | 586 | 2.3% |
| 0.67 | 210 | 0.8% |
| 0.5 | 193 | 0.8% |
| 0.12 | 170 | 0.7% |
| 0.33 | 167 | 0.7% |
| 0.25 | 164 | 0.7% |
| 0.02 | 153 | 0.6% |
| 0.11 | 143 | 0.6% |
| Other values (47) | 2330 | 9.2% |
| Value | Count | Frequency (%) |
| 0 | 19517 | |
| 0.01 | 586 | 2.3% |
| 0.02 | 153 | 0.6% |
| 0.03 | 40 | 0.2% |
| 0.04 | 39 | 0.2% |
| 0.05 | 59 | 0.2% |
| 0.06 | 118 | 0.5% |
| 0.07 | 111 | 0.4% |
| 0.08 | 124 | 0.5% |
| 0.09 | 112 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 1559 | |
| 0.88 | 1 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.8 | 14 | 0.1% |
| 0.75 | 58 | 0.2% |
| 0.71 | 3 | < 0.1% |
| 0.67 | 210 | 0.8% |
| 0.62 | 3 | < 0.1% |
| 0.6 | 41 | 0.2% |
| 0.57 | 7 | < 0.1% |
dst_host_count
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 256 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182.5320737 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 84 |
| median | 255 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 171 |
Descriptive statistics
| Standard deviation | 98.99389516 |
|---|---|
| Coefficient of variation (CV) | 0.5423369886 |
| Kurtosis | -1.044780944 |
| Mean | 182.5320737 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.8431608128 |
| Sum | 4598348 |
| Variance | 9799.791278 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 14850 | |
| 1 | 601 | 2.4% |
| 2 | 554 | 2.2% |
| 3 | 251 | 1.0% |
| 4 | 241 | 1.0% |
| 5 | 162 | 0.6% |
| 6 | 157 | 0.6% |
| 8 | 134 | 0.5% |
| 10 | 112 | 0.4% |
| 11 | 111 | 0.4% |
| Other values (246) | 8019 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 601 | |
| 2 | 554 | |
| 3 | 251 | |
| 4 | 241 | |
| 5 | 162 | 0.6% |
| 6 | 157 | 0.6% |
| 7 | 107 | 0.4% |
| 8 | 134 | 0.5% |
| 9 | 110 | 0.4% |
| Value | Count | Frequency (%) |
| 255 | 14850 | |
| 254 | 17 | 0.1% |
| 253 | 17 | 0.1% |
| 252 | 17 | 0.1% |
| 251 | 12 | < 0.1% |
| 250 | 18 | 0.1% |
| 249 | 15 | 0.1% |
| 248 | 17 | 0.1% |
| 247 | 21 | 0.1% |
| 246 | 23 | 0.1% |
dst_host_srv_count
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 256 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.0630359 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10 |
| median | 61 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 245 |
Descriptive statistics
| Standard deviation | 110.6468504 |
|---|---|
| Coefficient of variation (CV) | 0.9616194245 |
| Kurtosis | -1.751039982 |
| Mean | 115.0630359 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 0.294305757 |
| Sum | 2898668 |
| Variance | 12242.72549 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 7148 | |
| 1 | 1658 | 6.6% |
| 2 | 1041 | 4.1% |
| 3 | 556 | 2.2% |
| 4 | 516 | 2.0% |
| 20 | 475 | 1.9% |
| 5 | 464 | 1.8% |
| 6 | 453 | 1.8% |
| 254 | 440 | 1.7% |
| 19 | 433 | 1.7% |
| Other values (246) | 12008 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1658 | |
| 2 | 1041 | |
| 3 | 556 | 2.2% |
| 4 | 516 | 2.0% |
| 5 | 464 | 1.8% |
| 6 | 453 | 1.8% |
| 7 | 410 | 1.6% |
| 8 | 426 | 1.7% |
| 9 | 404 | 1.6% |
| Value | Count | Frequency (%) |
| 255 | 7148 | |
| 254 | 440 | 1.7% |
| 253 | 91 | 0.4% |
| 252 | 35 | 0.1% |
| 251 | 81 | 0.3% |
| 250 | 67 | 0.3% |
| 249 | 42 | 0.2% |
| 248 | 44 | 0.2% |
| 247 | 57 | 0.2% |
| 246 | 52 | 0.2% |
dst_host_same_srv_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 101 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5197908066 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1379 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.05 |
| median | 0.51 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.95 |
Descriptive statistics
| Standard deviation | 0.4489439174 |
|---|---|
| Coefficient of variation (CV) | 0.86370115 |
| Kurtosis | -1.88463264 |
| Mean | 0.5197908066 |
| Median Absolute Deviation (MAD) | 0.49 |
| Skewness | -0.004023662232 |
| Sum | 13094.57 |
| Variance | 0.201550641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 9758 | |
| 0.01 | 1541 | 6.1% |
| 0 | 1379 | 5.5% |
| 0.02 | 1325 | 5.3% |
| 0.07 | 1122 | 4.5% |
| 0.04 | 1046 | 4.2% |
| 0.05 | 1017 | 4.0% |
| 0.03 | 799 | 3.2% |
| 0.06 | 701 | 2.8% |
| 0.08 | 577 | 2.3% |
| Other values (91) | 5927 |
| Value | Count | Frequency (%) |
| 0 | 1379 | |
| 0.01 | 1541 | |
| 0.02 | 1325 | |
| 0.03 | 799 | |
| 0.04 | 1046 | |
| 0.05 | 1017 | |
| 0.06 | 701 | |
| 0.07 | 1122 | |
| 0.08 | 577 | 2.3% |
| 0.09 | 360 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 9758 | |
| 0.99 | 121 | 0.5% |
| 0.98 | 170 | 0.7% |
| 0.97 | 101 | 0.4% |
| 0.96 | 160 | 0.6% |
| 0.95 | 126 | 0.5% |
| 0.94 | 87 | 0.3% |
| 0.93 | 81 | 0.3% |
| 0.92 | 72 | 0.3% |
| 0.91 | 69 | 0.3% |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08253850429 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9343 |
| Zeros (%) | 37.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.03 |
| Q3 | 0.07 |
| 95-th percentile | 0.56 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.1871911135 |
|---|---|
| Coefficient of variation (CV) | 2.267924712 |
| Kurtosis | 12.72750928 |
| Mean | 0.08253850429 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 3.616184988 |
| Sum | 2079.31 |
| Variance | 0.03504051299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9343 | |
| 0.07 | 3448 | 13.7% |
| 0.06 | 1917 | 7.6% |
| 0.01 | 1881 | 7.5% |
| 0.05 | 1436 | 5.7% |
| 0.08 | 1367 | 5.4% |
| 0.02 | 1327 | 5.3% |
| 0.03 | 745 | 3.0% |
| 0.04 | 603 | 2.4% |
| 0.09 | 523 | 2.1% |
| Other values (91) | 2602 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 9343 | |
| 0.01 | 1881 | 7.5% |
| 0.02 | 1327 | 5.3% |
| 0.03 | 745 | 3.0% |
| 0.04 | 603 | 2.4% |
| 0.05 | 1436 | 5.7% |
| 0.06 | 1917 | 7.6% |
| 0.07 | 3448 | 13.7% |
| 0.08 | 1367 | 5.4% |
| 0.09 | 523 | 2.1% |
| Value | Count | Frequency (%) |
| 1 | 408 | |
| 0.99 | 7 | < 0.1% |
| 0.98 | 6 | < 0.1% |
| 0.97 | 18 | 0.1% |
| 0.96 | 12 | < 0.1% |
| 0.95 | 14 | 0.1% |
| 0.94 | 12 | < 0.1% |
| 0.93 | 3 | < 0.1% |
| 0.92 | 6 | < 0.1% |
| 0.91 | 28 | 0.1% |
dst_host_same_src_port_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 101 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1474527628 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 12673 |
| Zeros (%) | 50.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.06 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.06 |
Descriptive statistics
| Standard deviation | 0.3083665911 |
|---|---|
| Coefficient of variation (CV) | 2.091290697 |
| Kurtosis | 2.810803318 |
| Mean | 0.1474527628 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.09852676 |
| Sum | 3714.63 |
| Variance | 0.0950899545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12673 | |
| 0.01 | 3557 | 14.1% |
| 1 | 2052 | 8.1% |
| 0.02 | 1115 | 4.4% |
| 0.03 | 624 | 2.5% |
| 0.04 | 447 | 1.8% |
| 0.05 | 315 | 1.3% |
| 0.5 | 232 | 0.9% |
| 0.08 | 230 | 0.9% |
| 0.06 | 226 | 0.9% |
| Other values (91) | 3721 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 12673 | |
| 0.01 | 3557 | 14.1% |
| 0.02 | 1115 | 4.4% |
| 0.03 | 624 | 2.5% |
| 0.04 | 447 | 1.8% |
| 0.05 | 315 | 1.3% |
| 0.06 | 226 | 0.9% |
| 0.07 | 199 | 0.8% |
| 0.08 | 230 | 0.9% |
| 0.09 | 150 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 2052 | |
| 0.99 | 19 | 0.1% |
| 0.98 | 37 | 0.1% |
| 0.97 | 32 | 0.1% |
| 0.96 | 46 | 0.2% |
| 0.95 | 61 | 0.2% |
| 0.94 | 24 | 0.1% |
| 0.93 | 33 | 0.1% |
| 0.92 | 15 | 0.1% |
| 0.91 | 29 | 0.1% |
dst_host_srv_diff_host_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 63 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03184423627 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17387 |
| Zeros (%) | 69.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.02 |
| 95-th percentile | 0.18 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.1105749689 |
|---|---|
| Coefficient of variation (CV) | 3.472369943 |
| Kurtosis | 36.89909997 |
| Mean | 0.03184423627 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.617065211 |
| Sum | 802.22 |
| Variance | 0.01222682374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17387 | |
| 0.02 | 1612 | 6.4% |
| 0.01 | 1468 | 5.8% |
| 0.03 | 950 | 3.8% |
| 0.04 | 870 | 3.5% |
| 0.05 | 608 | 2.4% |
| 0.5 | 317 | 1.3% |
| 0.06 | 264 | 1.0% |
| 0.07 | 215 | 0.9% |
| 0.25 | 205 | 0.8% |
| Other values (53) | 1296 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 17387 | |
| 0.01 | 1468 | 5.8% |
| 0.02 | 1612 | 6.4% |
| 0.03 | 950 | 3.8% |
| 0.04 | 870 | 3.5% |
| 0.05 | 608 | 2.4% |
| 0.06 | 264 | 1.0% |
| 0.07 | 215 | 0.9% |
| 0.08 | 87 | 0.3% |
| 0.09 | 71 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 0.97 | 1 | < 0.1% |
| 0.86 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.75 | 3 | < 0.1% |
| 0.67 | 16 | 0.1% |
| 0.6 | 5 | < 0.1% |
| 0.57 | 5 | < 0.1% |
| 0.56 | 8 | < 0.1% |
| 0.55 | 4 | < 0.1% |
dst_host_serror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 100 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.285800254 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 16221 |
| Zeros (%) | 64.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4453164751 |
|---|---|
| Coefficient of variation (CV) | 1.558138836 |
| Kurtosis | -1.06135891 |
| Mean | 0.285800254 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.95814722 |
| Sum | 7199.88 |
| Variance | 0.198306763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16221 | |
| 1 | 6739 | |
| 0.01 | 680 | 2.7% |
| 0.02 | 237 | 0.9% |
| 0.03 | 149 | 0.6% |
| 0.04 | 83 | 0.3% |
| 0.09 | 79 | 0.3% |
| 0.08 | 69 | 0.3% |
| 0.05 | 64 | 0.3% |
| 0.99 | 59 | 0.2% |
| Other values (90) | 812 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 16221 | |
| 0.01 | 680 | 2.7% |
| 0.02 | 237 | 0.9% |
| 0.03 | 149 | 0.6% |
| 0.04 | 83 | 0.3% |
| 0.05 | 64 | 0.3% |
| 0.06 | 34 | 0.1% |
| 0.07 | 47 | 0.2% |
| 0.08 | 69 | 0.3% |
| 0.09 | 79 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 6739 | |
| 0.99 | 59 | 0.2% |
| 0.98 | 36 | 0.1% |
| 0.97 | 18 | 0.1% |
| 0.96 | 20 | 0.1% |
| 0.95 | 14 | 0.1% |
| 0.94 | 21 | 0.1% |
| 0.93 | 15 | 0.1% |
| 0.92 | 11 | < 0.1% |
| 0.91 | 8 | < 0.1% |
dst_host_srv_serror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 88 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2798463798 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17005 |
| Zeros (%) | 67.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4460753261 |
|---|---|
| Coefficient of variation (CV) | 1.594000703 |
| Kurtosis | -1.021722713 |
| Mean | 0.2798463798 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9843387293 |
| Sum | 7049.89 |
| Variance | 0.1989831966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17005 | |
| 1 | 6862 | |
| 0.01 | 758 | 3.0% |
| 0.02 | 136 | 0.5% |
| 0.03 | 32 | 0.1% |
| 0.5 | 24 | 0.1% |
| 0.08 | 16 | 0.1% |
| 0.12 | 16 | 0.1% |
| 0.04 | 15 | 0.1% |
| 0.05 | 15 | 0.1% |
| Other values (78) | 313 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 17005 | |
| 0.01 | 758 | 3.0% |
| 0.02 | 136 | 0.5% |
| 0.03 | 32 | 0.1% |
| 0.04 | 15 | 0.1% |
| 0.05 | 15 | 0.1% |
| 0.06 | 15 | 0.1% |
| 0.07 | 14 | 0.1% |
| 0.08 | 16 | 0.1% |
| 0.09 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 6862 | |
| 0.98 | 6 | < 0.1% |
| 0.97 | 13 | 0.1% |
| 0.96 | 13 | 0.1% |
| 0.95 | 6 | < 0.1% |
| 0.94 | 8 | < 0.1% |
| 0.93 | 7 | < 0.1% |
| 0.92 | 4 | < 0.1% |
| 0.91 | 9 | < 0.1% |
| 0.9 | 2 | < 0.1% |
dst_host_rerror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 101 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1178000953 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 20688 |
| Zeros (%) | 82.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3058692457 |
|---|---|
| Coefficient of variation (CV) | 2.596511021 |
| Kurtosis | 3.765595798 |
| Mean | 0.1178000953 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.363706744 |
| Sum | 2967.62 |
| Variance | 0.09355599545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 2069 | 8.2% |
| 0.01 | 359 | 1.4% |
| 0.02 | 232 | 0.9% |
| 0.03 | 110 | 0.4% |
| 0.05 | 85 | 0.3% |
| 0.04 | 77 | 0.3% |
| 0.92 | 52 | 0.2% |
| 0.9 | 46 | 0.2% |
| 0.91 | 43 | 0.2% |
| Other values (91) | 1431 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 0.01 | 359 | 1.4% |
| 0.02 | 232 | 0.9% |
| 0.03 | 110 | 0.4% |
| 0.04 | 77 | 0.3% |
| 0.05 | 85 | 0.3% |
| 0.06 | 33 | 0.1% |
| 0.07 | 39 | 0.2% |
| 0.08 | 37 | 0.1% |
| 0.09 | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2069 | |
| 0.99 | 7 | < 0.1% |
| 0.98 | 12 | < 0.1% |
| 0.97 | 20 | 0.1% |
| 0.96 | 39 | 0.2% |
| 0.95 | 29 | 0.1% |
| 0.94 | 23 | 0.1% |
| 0.93 | 23 | 0.1% |
| 0.92 | 52 | 0.2% |
| 0.91 | 43 | 0.2% |
dst_host_srv_rerror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 100 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1187694506 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 21349 |
| Zeros (%) | 84.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3173334682 |
|---|---|
| Coefficient of variation (CV) | 2.671844204 |
| Kurtosis | 3.633093022 |
| Mean | 0.1187694506 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.360483562 |
| Sum | 2992.04 |
| Variance | 0.1007005301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21349 | |
| 1 | 2617 | 10.4% |
| 0.01 | 253 | 1.0% |
| 0.02 | 124 | 0.5% |
| 0.03 | 78 | 0.3% |
| 0.04 | 69 | 0.3% |
| 0.05 | 63 | 0.3% |
| 0.06 | 36 | 0.1% |
| 0.99 | 33 | 0.1% |
| 0.98 | 30 | 0.1% |
| Other values (90) | 540 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 21349 | |
| 0.01 | 253 | 1.0% |
| 0.02 | 124 | 0.5% |
| 0.03 | 78 | 0.3% |
| 0.04 | 69 | 0.3% |
| 0.05 | 63 | 0.3% |
| 0.06 | 36 | 0.1% |
| 0.07 | 17 | 0.1% |
| 0.08 | 18 | 0.1% |
| 0.09 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2617 | |
| 0.99 | 33 | 0.1% |
| 0.98 | 30 | 0.1% |
| 0.97 | 19 | 0.1% |
| 0.96 | 17 | 0.1% |
| 0.95 | 11 | < 0.1% |
| 0.94 | 11 | < 0.1% |
| 0.93 | 10 | < 0.1% |
| 0.92 | 7 | < 0.1% |
| 0.91 | 7 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| normal | |
|---|---|
| anomaly |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.466140044 |
| Min length | 6 |
Characters and Unicode
| Total characters | 162895 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | anomaly |
| 4th row | normal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 13449 | |
| anomaly | 11743 |
Length
Pie chart
| Value | Count | Frequency (%) |
| normal | 13449 | |
| anomaly | 11743 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 36935 | |
| n | 25192 | |
| o | 25192 | |
| m | 25192 | |
| l | 25192 | |
| r | 13449 | 8.3% |
| y | 11743 | 7.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 162895 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 36935 | |
| n | 25192 | |
| o | 25192 | |
| m | 25192 | |
| l | 25192 | |
| r | 13449 | 8.3% |
| y | 11743 | 7.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 162895 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 36935 | |
| n | 25192 | |
| o | 25192 | |
| m | 25192 | |
| l | 25192 | |
| r | 13449 | 8.3% |
| y | 11743 | 7.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 162895 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 36935 | |
| n | 25192 | |
| o | 25192 | |
| m | 25192 | |
| l | 25192 | |
| r | 13449 | 8.3% |
| y | 11743 | 7.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | tcp | ftp_data | SF | 491 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 150 | 25 | 0.17 | 0.03 | 0.17 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | normal |
| 1 | 0 | udp | other | SF | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.08 | 0.15 | 0.00 | 255 | 1 | 0.00 | 0.60 | 0.88 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | normal |
| 2 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 123 | 6 | 1.0 | 1.0 | 0.0 | 0.0 | 0.05 | 0.07 | 0.00 | 255 | 26 | 0.10 | 0.05 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | anomaly |
| 3 | 0 | tcp | http | SF | 232 | 8153 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 5 | 0.2 | 0.2 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 30 | 255 | 1.00 | 0.00 | 0.03 | 0.04 | 0.03 | 0.01 | 0.00 | 0.01 | normal |
| 4 | 0 | tcp | http | SF | 199 | 420 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 32 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.09 | 255 | 255 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | normal |
| 5 | 0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 121 | 19 | 0.0 | 0.0 | 1.0 | 1.0 | 0.16 | 0.06 | 0.00 | 255 | 19 | 0.07 | 0.07 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | anomaly |
| 6 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 166 | 9 | 1.0 | 1.0 | 0.0 | 0.0 | 0.05 | 0.06 | 0.00 | 255 | 9 | 0.04 | 0.05 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | anomaly |
| 7 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 117 | 16 | 1.0 | 1.0 | 0.0 | 0.0 | 0.14 | 0.06 | 0.00 | 255 | 15 | 0.06 | 0.07 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | anomaly |
| 8 | 0 | tcp | remote_job | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 270 | 23 | 1.0 | 1.0 | 0.0 | 0.0 | 0.09 | 0.05 | 0.00 | 255 | 23 | 0.09 | 0.05 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | anomaly |
| 9 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 133 | 8 | 1.0 | 1.0 | 0.0 | 0.0 | 0.06 | 0.06 | 0.00 | 255 | 13 | 0.05 | 0.06 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | anomaly |
Last rows
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 25182 | 0 | tcp | other | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 1 | 0.12 | 0.00 | 0.85 | 1.0 | 0.00 | 1.00 | 0.00 | 255 | 1 | 0.00 | 1.00 | 0.00 | 0.00 | 0.16 | 0.0 | 0.82 | 1.0 | anomaly |
| 25183 | 0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 314 | 1 | 0.03 | 0.00 | 0.95 | 1.0 | 0.00 | 1.00 | 0.00 | 255 | 1 | 0.00 | 1.00 | 0.00 | 0.00 | 0.04 | 0.0 | 0.96 | 1.0 | anomaly |
| 25184 | 29 | tcp | ftp | SF | 329 | 1063 | 0 | 0 | 0 | 6 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0.00 | 0.00 | 0.00 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 60 | 0.24 | 0.02 | 0.00 | 0.00 | 0.00 | 0.0 | 0.03 | 0.1 | normal |
| 25185 | 1 | tcp | smtp | SF | 2896 | 333 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0.00 | 0.00 | 0.00 | 0.0 | 1.00 | 0.00 | 1.00 | 12 | 11 | 0.92 | 0.17 | 0.08 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | normal |
| 25186 | 0 | tcp | http | S1 | 339 | 14600 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 33 | 0.50 | 0.03 | 0.00 | 0.0 | 1.00 | 0.00 | 0.06 | 173 | 255 | 1.00 | 0.00 | 0.01 | 0.01 | 0.01 | 0.0 | 0.01 | 0.0 | normal |
| 25187 | 0 | tcp | exec | RSTO | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 100 | 7 | 0.00 | 0.00 | 1.00 | 1.0 | 0.07 | 0.07 | 0.00 | 255 | 7 | 0.03 | 0.06 | 0.00 | 0.00 | 0.00 | 0.0 | 1.00 | 1.0 | anomaly |
| 25188 | 0 | tcp | ftp_data | SF | 334 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.00 | 0.00 | 0.00 | 0.0 | 1.00 | 0.00 | 0.00 | 1 | 39 | 1.00 | 0.00 | 1.00 | 0.18 | 0.00 | 0.0 | 0.00 | 0.0 | anomaly |
| 25189 | 0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 105 | 7 | 0.00 | 0.00 | 1.00 | 1.0 | 0.07 | 0.07 | 0.00 | 255 | 13 | 0.05 | 0.07 | 0.00 | 0.00 | 0.00 | 0.0 | 1.00 | 1.0 | anomaly |
| 25190 | 0 | tcp | nnsp | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 129 | 18 | 1.00 | 1.00 | 0.00 | 0.0 | 0.14 | 0.06 | 0.00 | 255 | 20 | 0.08 | 0.06 | 0.00 | 0.00 | 1.00 | 1.0 | 0.00 | 0.0 | anomaly |
| 25191 | 0 | tcp | finger | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 38 | 9 | 1.00 | 1.00 | 0.00 | 0.0 | 0.24 | 0.11 | 0.00 | 255 | 49 | 0.19 | 0.03 | 0.01 | 0.00 | 1.00 | 1.0 | 0.00 | 0.0 | anomaly |